In today's era of Information, `Data' is the new driving force, provided we know how to extract relevant `Intelligence'. This course will start with the core principles of Data Science, and will equip you with the basic tool and techniques of data handling, exploratory data analysis, data visualization, data-based inference, and data-focussed communication. The course will also introduce you to the fundamentals of Artificial Intelligence - state space representation, uninformed search, and reinforcement learning. The course will motivate you to work closely with data and make data-driven decisions in your field of study. The course will also touch upon ethical issues in Data Science and Artificial Intelligence, and motivate you to explore the cutting-edge applications related to Big Data, Neural Networks and Deep Learning. Python will be the language of choice to introduce hands-on computational techniques.
| Academic Units | 3 |
| Exam Schedule | Not Applicable |
| Grade Type | Letter Graded |
| Department Maintaining | ME |
| Prerequisites | |
| Mutually Exclusive | CE1015, CE1115, CE4073, CH0494, CV0003, CZ1015, CZ1016, CZ1115, CZ4073, SC1015 |
| Not Available to Programme | ACDA, AISC, BACF, BASA, CMED, CNEL, CNLM, COMP, ECDS, ELHS, ELPL, HSCN, HSLM, LMEL, LMPL, PESC, PHMS, PLCN, PLHS, SPPE |
| Not Available as BDE/UE to Programme | ACBS, ACC, ADM, ARED, BCE, BCG, BEEC, BIE, BMS, BS, BSB, BSPY, BUS, CBE, CBEC, CE, CEE, CEE 1, CEEC, CHEM, CHIN, CS, CSC, CSEC, CVEC, DSAI, ECMA, ECON, ECPP, ECPS, EEE, EEE 1, EEEC, EESS, ELAH, ELH, ENE, ENE 1, ENEC, ENG, ESPP, HIST, IEEC, IEM, LMS, MACS, MAEC, MAEO, MAT, MATH, ME 1, MS, MS(ITG), MS(NULL), MS-2ndMaj/Spec(MSB), MTEC, PHIL, PHY, PPGA, PSLM, PSMA, PSY, REP, SCED, SOC, SSM |
| Index | Type | Group | Day | Time | Venue | Remark |
|---|---|---|---|---|---|---|
| - | LEC/STUDIO | LE | THU | 1230-1320 | LT27 |
0930
1030
1130
1230
1330
1430
1530
1630
1730
MA0218
23022
TUT | CAE2 LAB
Teaching Wk2-13
MA0218
23023
TUT | CAE2 LAB
Teaching Wk2-13
MA0218
23024
TUT | CAE2 LAB
Teaching Wk2-13
MA0218
23025
TUT | CAE2 LAB
Teaching Wk2-13
MA0218
23026
TUT | CAE2 LAB
Teaching Wk2-13
MA0218
23027
TUT | CAE2 LAB
Teaching Wk2-13
MA0218
LEC/STUDIO | LT27
MA0218
23028
TUT | CAE2 LAB
Teaching Wk2-13
MA0218
23029
TUT | CAE2 LAB
Teaching Wk2-13
MA0218
23030
TUT | CAE2 LAB
Teaching Wk2-13
MA0218
23031
TUT | CAE2 LAB
Teaching Wk2-13
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